Performance analysis of neural networks for classification of medical images with wavelets as a feature extractor

R. Harikumar; B. Vinoth kumar

doi:10.1002/ima.22118

Performance analysis of neural networks for classification of medical images with wavelets as a feature extractor

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22118 ◽

2015 ◽

Vol 25 (1) ◽

pp. 33-40 ◽

Cited By ~ 26

Author(s):

R. Harikumar ◽

B. Vinoth kumar

Keyword(s):

Neural Networks ◽

Performance Analysis ◽

Medical Images ◽

Feature Extractor

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Performance Analysis of ApEn as a Feature Extraction Technique and Time Delay Neural Networks, Multi Layer Perceptron as Post Classifiers for the Classification of Epilepsy Risk Levels from EEG Signals

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

10.1007/978-981-10-0251-9_10 ◽

2015 ◽

pp. 89-97 ◽

Cited By ~ 3

Author(s):

Sunil Kumar Prabhakar ◽

Harikumar Rajaguru

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Time Delay ◽

Performance Analysis ◽

Extraction Technique ◽

Multi Layer Perceptron ◽

Eeg Signals ◽

Risk Levels ◽

Feature Extraction Technique

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Investigation of Convolutional Neural Networks in the Tasks of Medical Images Analysis and Classification of Breast Tumors

10.1109/cisp-bmei53629.2021.9624326 ◽

2021 ◽

Author(s):

Yuriy Zaychenko ◽

Helen Zaichenko ◽

Galib Hamidov

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Medical Images ◽

Breast Tumors

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Performance Analysis of Morphological Operators Based Feature Extraction and SVD, Neural Networks as Post Classifier for the Classification of Epilepsy Risk Levels

Lecture Notes in Electrical Engineering - Proceedings of the Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012) ◽

10.1007/978-81-322-0997-3_1 ◽

2013 ◽

pp. 1-11 ◽

Cited By ~ 1

Author(s):

R. Harikumar ◽

T. Vijaykumar ◽

C. Ganesh Babu ◽

M. G. Sreejith

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Performance Analysis ◽

Morphological Operators ◽

Risk Levels

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Performance analysis of EM, SVD, and SVM classifiers in classification of carcinogenic regions of medical images

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22074 ◽

2014 ◽

Vol 24 (1) ◽

pp. 16-22 ◽

Cited By ~ 2

Author(s):

Harikumar Rajaguru ◽

Vinoth Kumar Bojan

Keyword(s):

Performance Analysis ◽

Medical Images

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Computer-assisted frameworks for classification of liver, breast and blood neoplasias via neural networks: A survey based on medical images

Neurocomputing ◽

10.1016/j.neucom.2018.06.080 ◽

2019 ◽

Vol 335 ◽

pp. 274-298 ◽

Cited By ~ 12

Author(s):

Antonio Brunetti ◽

Leonarda Carnimeo ◽

Gianpaolo Francesco Trotta ◽

Vitoantonio Bevilacqua

Keyword(s):

Neural Networks ◽

Medical Images ◽

Computer Assisted

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Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays

Lecture Notes in Computer Science - Pattern Recognition ◽

10.1007/978-3-319-92198-3_11 ◽

2018 ◽

pp. 105-115 ◽

Cited By ~ 5

Author(s):

A. Reyes-Nava ◽

J. S. Sánchez ◽

R. Alejo ◽

A. A. Flores-Fuentes ◽

E. Rendón-Lara

Keyword(s):

Gene Expression ◽

Neural Networks ◽

Performance Analysis ◽

Deep Neural Networks ◽

Gene Expression Microarrays ◽

Expression Microarrays

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Performance analysis of Bayesian networks and neural networks in classification of file system activities

Computers & Security ◽

10.1016/j.cose.2012.03.003 ◽

2012 ◽

Vol 31 (4) ◽

pp. 391-401 ◽

Cited By ~ 13

Author(s):

Muhammad Naeem Ahmed Khan

Keyword(s):

Neural Networks ◽

Performance Analysis ◽

Bayesian Networks ◽

File System

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Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks

2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm49941.2020.9313442 ◽

2020 ◽

Author(s):

Zhibo Yang ◽

Yanan Yang ◽

Yunzhe Xue ◽

Frank Y. Shih ◽

Justin Ady ◽

...

Keyword(s):

Neural Networks ◽

Time Series ◽

Medical Images ◽

Robust Classification

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CONVOLUTIONAL NEURAL NETWORKS IN THE PROBLEM OF CLASSIFICATION OF MEDICAL IMAGES

Современные наукоемкие технологии (Modern High Technologies) ◽

10.17513/snt.38818 ◽

2021 ◽

pp. 68-73

Author(s):

L.I. Zelenina ◽

L.E. Khaymina ◽

E.A. Demenkova ◽

M.E. Demenkov ◽

E.S. Khaymin ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Medical Images

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Performance Analysis of Em, Svd and Svm Classifiers in Classification of Carcinogenic Regions of Medical Images

IFMBE Proceedings - The 15th International Conference on Biomedical Engineering ◽

10.1007/978-3-319-02913-9_157 ◽

2014 ◽

pp. 617-620

Author(s):

B. Vinoth kumar ◽

R. Harikumar

Keyword(s):

Performance Analysis ◽

Medical Images

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